frame Profiling Report

Dataset statistics

Number of variables	9
Number of observations	36733
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	2
Duplicate rows (%)	< 0.1%
Total size in memory	2.5 MiB
Average record size in memory	72.0 B

Variable types

Numeric	9

Alerts

Dataset has 2 (< 0.1%) duplicate rows	Duplicates
`AFDP` is highly correlated with `TIT` and 3 other fields	High correlation
`TIT` is highly correlated with `AFDP` and 3 other fields	High correlation
`GTEP` is highly correlated with `AFDP` and 3 other fields	High correlation
`CDP` is highly correlated with `AFDP` and 3 other fields	High correlation
`TEY` is highly correlated with `AFDP` and 3 other fields	High correlation
`AFDP` is highly correlated with `TIT` and 3 other fields	High correlation
`TIT` is highly correlated with `AFDP` and 3 other fields	High correlation
`GTEP` is highly correlated with `AFDP` and 4 other fields	High correlation
`CDP` is highly correlated with `AFDP` and 4 other fields	High correlation
`TAT` is highly correlated with `GTEP` and 2 other fields	High correlation
`TEY` is highly correlated with `AFDP` and 4 other fields	High correlation
`AFDP` is highly correlated with `TIT` and 2 other fields	High correlation
`TIT` is highly correlated with `AFDP` and 3 other fields	High correlation
`GTEP` is highly correlated with `AFDP` and 3 other fields	High correlation
`CDP` is highly correlated with `AFDP` and 3 other fields	High correlation
`TEY` is highly correlated with `TIT` and 2 other fields	High correlation
`AH` is highly correlated with `AT`	High correlation
`AT` is highly correlated with `AH` and 5 other fields	High correlation
`AFDP` is highly correlated with `TIT` and 4 other fields	High correlation
`TIT` is highly correlated with `AFDP` and 4 other fields	High correlation
`GTEP` is highly correlated with `AT` and 5 other fields	High correlation
`AP` is highly correlated with `AT`	High correlation
`CDP` is highly correlated with `AT` and 5 other fields	High correlation
`TAT` is highly correlated with `AT` and 5 other fields	High correlation
`TEY` is highly correlated with `AT` and 5 other fields	High correlation

Reproduction

Analysis started	2022-03-04 21:42:27.545200
Analysis finished	2022-03-04 21:42:39.048605
Duration	11.5 seconds
Software version	pandas-profiling v3.1.0
Download configuration	config.json

AH
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	25708
Distinct (%)	70.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	77.86701549

Minimum	24.085
Maximum	100.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	287.1 KiB

Quantile statistics

Minimum	24.085
5-th percentile	50.7772
Q1	68.188
median	80.47
Q3	89.376
95-th percentile	97.3934
Maximum	100.2
Range	76.115
Interquartile range (IQR)	21.188

Descriptive statistics

Standard deviation	14.46135495
Coefficient of variation (CV)	0.1857186237
Kurtosis	-0.2745902897
Mean	77.86701549
Median Absolute Deviation (MAD)	10.164
Skewness	-0.6280340401
Sum	2860289.08
Variance	209.1307869
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100.12	46	0.1%
100.14	46	0.1%
100.16	42	0.1%
100.15	42	0.1%
100.11	38	0.1%
100.09	34	0.1%
100.13	33	0.1%
100.1	27	0.1%
100.17	27	0.1%
100.06	25	0.1%
Other values (25698)	36373	99.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
24.085	1	< 0.1%
24.666	1	< 0.1%
25.987	1	< 0.1%
26.615	1	< 0.1%
27.504	1	< 0.1%
29.27	1	< 0.1%
29.316	1	< 0.1%
29.434	1	< 0.1%
29.475	1	< 0.1%
29.551	1	< 0.1%

Value	Count	Frequency (%)
100.2	4	< 0.1%
100.19	1	< 0.1%
100.18	5	< 0.1%
100.17	27	0.1%
100.16	42	0.1%
100.15	42	0.1%
100.14	46	0.1%
100.13	33	0.1%
100.12	46	0.1%
100.11	38	0.1%

AT
Real number (ℝ)

HIGH CORRELATION

Distinct	22523
Distinct (%)	61.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.71272625

Minimum	-6.2348
Maximum	37.103
Zeros	0
Zeros (%)	0.0%
Negative	62
Negative (%)	0.2%
Memory size	287.1 KiB

Quantile statistics

Minimum	-6.2348
5-th percentile	5.75584
Q1	11.781
median	17.801
Q3	23.665
95-th percentile	29.4848
Maximum	37.103
Range	43.3378
Interquartile range (IQR)	11.884

Descriptive statistics

Standard deviation	7.447451235
Coefficient of variation (CV)	0.4204576488
Kurtosis	-0.8265999421
Mean	17.71272625
Median Absolute Deviation (MAD)	5.945
Skewness	-0.04354672221
Sum	650641.5735
Variance	55.46452989
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.525	8	< 0.1%
23.969	8	< 0.1%
11.92	8	< 0.1%
10.925	7	< 0.1%
25.597	7	< 0.1%
20.752	7	< 0.1%
20.72	7	< 0.1%
18.431	7	< 0.1%
12.603	7	< 0.1%
16.792	7	< 0.1%
Other values (22513)	36660	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-6.2348	1	< 0.1%
-6.0421	1	< 0.1%
-5.9793	1	< 0.1%
-5.9031	1	< 0.1%
-5.8956	1	< 0.1%
-5.8847	1	< 0.1%
-5.82	1	< 0.1%
-5.8189	1	< 0.1%
-5.785	1	< 0.1%
-5.7711	1	< 0.1%

Value	Count	Frequency (%)
37.103	1	< 0.1%
37.098	1	< 0.1%
36.264	1	< 0.1%
35.822	1	< 0.1%
35.461	1	< 0.1%
35.406	1	< 0.1%
35.395	1	< 0.1%
35.21	1	< 0.1%
35.161	1	< 0.1%
35.045	1	< 0.1%

AFDP
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	20495
Distinct (%)	55.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.925517714

Minimum	2.0874
Maximum	7.6106
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	287.1 KiB

Quantile statistics

Minimum	2.0874
5-th percentile	2.6666
Q1	3.3556
median	3.9377
Q3	4.3769
95-th percentile	5.31142
Maximum	7.6106
Range	5.5232
Interquartile range (IQR)	1.0213

Descriptive statistics

Standard deviation	0.7739355929
Coefficient of variation (CV)	0.1971550377
Kurtosis	0.2246259001
Mean	3.925517714
Median Absolute Deviation (MAD)	0.4949
Skewness	0.381096574
Sum	144196.0422
Variance	0.598976302
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.0076	9	< 0.1%
3.2115	9	< 0.1%
4.176	8	< 0.1%
4.1601	8	< 0.1%
3.7043	8	< 0.1%
3.7056	8	< 0.1%
4.1083	8	< 0.1%
4.25	8	< 0.1%
3.5297	8	< 0.1%
3.8733	8	< 0.1%
Other values (20485)	36651	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.0874	1	< 0.1%
2.0992	1	< 0.1%
2.1057	1	< 0.1%
2.1197	1	< 0.1%
2.1395	1	< 0.1%
2.1441	1	< 0.1%
2.1517	1	< 0.1%
2.1597	1	< 0.1%
2.1673	1	< 0.1%
2.185	1	< 0.1%

Value	Count	Frequency (%)
7.6106	1	< 0.1%
7.5549	1	< 0.1%
7.3189	1	< 0.1%
7.2399	1	< 0.1%
6.9831	1	< 0.1%
6.9779	1	< 0.1%
6.956	1	< 0.1%
6.9312	1	< 0.1%
6.927	1	< 0.1%
6.9259	1	< 0.1%

TIT
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	799
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1081.428084

Minimum	1000.8
Maximum	1100.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	287.1 KiB

Quantile statistics

Minimum	1000.8
5-th percentile	1047.8
Q1	1071.8
median	1085.9
Q3	1097
95-th percentile	1100.1
Maximum	1100.9
Range	100.1
Interquartile range (IQR)	25.2

Descriptive statistics

Standard deviation	17.53637294
Coefficient of variation (CV)	0.01621594001
Kurtosis	-0.0457552994
Mean	1081.428084
Median Absolute Deviation (MAD)	12.9
Skewness	-0.8882780436
Sum	39724097.8
Variance	307.5243757
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1100	2735	7.4%
1099.9	2158	5.9%
1100.1	1322	3.6%
1099.8	870	2.4%
1100.2	527	1.4%
1099.7	324	0.9%
1100.3	260	0.7%
1099.6	186	0.5%
1085.4	143	0.4%
1086.5	137	0.4%
Other values (789)	28071	76.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1000.8	1	< 0.1%
1001.3	1	< 0.1%
1001.4	2	< 0.1%
1002.9	1	< 0.1%
1006.5	1	< 0.1%
1007.9	1	< 0.1%
1009	1	< 0.1%
1009.5	1	< 0.1%
1011.4	1	< 0.1%
1011.7	1	< 0.1%

Value	Count	Frequency (%)
1100.9	1	< 0.1%
1100.8	1	< 0.1%
1100.7	1	< 0.1%
1100.6	3	< 0.1%
1100.5	15	< 0.1%
1100.4	87	0.2%
1100.3	260	0.7%
1100.2	527	1.4%
1100.1	1322	3.6%
1100	2735	7.4%

GTEP
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	12967
Distinct (%)	35.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.56380138

Minimum	17.698
Maximum	40.716
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	287.1 KiB

Quantile statistics

Minimum	17.698
5-th percentile	19.251
Q1	23.129
median	25.104
Q3	29.061
95-th percentile	32.9
Maximum	40.716
Range	23.018
Interquartile range (IQR)	5.932

Descriptive statistics

Standard deviation	4.195957462
Coefficient of variation (CV)	0.1641366791
Kurtosis	-0.6538527404
Mean	25.56380138
Median Absolute Deviation (MAD)	2.488
Skewness	0.3290213527
Sum	939035.116
Variance	17.60605903
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24.308	18	< 0.1%
24.672	16	< 0.1%
25.463	16	< 0.1%
25.184	15	< 0.1%
25.106	15	< 0.1%
25.487	15	< 0.1%
25.557	14	< 0.1%
25.352	14	< 0.1%
25.443	14	< 0.1%
25.299	14	< 0.1%
Other values (12957)	36582	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
17.698	1	< 0.1%
17.719	1	< 0.1%
17.738	1	< 0.1%
17.741	1	< 0.1%
17.761	1	< 0.1%
17.826	1	< 0.1%
17.857	2	< 0.1%
17.862	1	< 0.1%
17.878	2	< 0.1%
17.912	1	< 0.1%

Value	Count	Frequency (%)
40.716	1	< 0.1%
40.106	1	< 0.1%
39.37	1	< 0.1%
38.922	1	< 0.1%
38.362	1	< 0.1%
38.171	1	< 0.1%
38.051	1	< 0.1%
37.877	1	< 0.1%
37.873	1	< 0.1%
37.864	1	< 0.1%

AP
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	791
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1013.070165

Minimum	985.85
Maximum	1036.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	287.1 KiB

Quantile statistics

Minimum	985.85
5-th percentile	1003.3
Q1	1008.8
median	1012.6
Q3	1017
95-th percentile	1024.3
Maximum	1036.6
Range	50.75
Interquartile range (IQR)	8.2

Descriptive statistics

Standard deviation	6.463345955
Coefficient of variation (CV)	0.00637995884
Kurtosis	0.4419933185
Mean	1013.070165
Median Absolute Deviation (MAD)	4.1
Skewness	0.194121007
Sum	37213106.37
Variance	41.77484093
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1012.1	297	0.8%
1010.8	288	0.8%
1011.8	284	0.8%
1011.9	284	0.8%
1011.1	283	0.8%
1012.2	281	0.8%
1010.9	279	0.8%
1012	276	0.8%
1012.6	276	0.8%
1012.7	275	0.7%
Other values (781)	33910	92.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
985.85	1	< 0.1%
986.16	1	< 0.1%
986.25	1	< 0.1%
986.41	2	< 0.1%
986.43	1	< 0.1%
986.56	1	< 0.1%
986.78	1	< 0.1%
986.87	1	< 0.1%
987.31	1	< 0.1%
987.43	1	< 0.1%

Value	Count	Frequency (%)
1036.6	1	< 0.1%
1036.5	2	< 0.1%
1036.4	2	< 0.1%
1036.3	4	< 0.1%
1036.2	1	< 0.1%
1036	1	< 0.1%
1035.8	3	< 0.1%
1035.7	2	< 0.1%
1035.6	2	< 0.1%
1035.5	2	< 0.1%

CDP
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	4447
Distinct (%)	12.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.06052515

Minimum	9.8518
Maximum	15.159
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	287.1 KiB

Quantile statistics

Minimum	9.8518
5-th percentile	10.385
Q1	11.435
median	11.965
Q3	12.855
95-th percentile	13.989
Maximum	15.159
Range	5.3072
Interquartile range (IQR)	1.42

Descriptive statistics

Standard deviation	1.088795301
Coefficient of variation (CV)	0.09027760296
Kurtosis	-0.6315875791
Mean	12.06052515
Median Absolute Deviation (MAD)	0.637
Skewness	0.2367915709
Sum	443019.2702
Variance	1.185475207
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.891	55	0.1%
11.872	47	0.1%
11.908	46	0.1%
11.902	45	0.1%
11.899	44	0.1%
11.901	43	0.1%
11.839	43	0.1%
11.835	43	0.1%
11.916	43	0.1%
11.937	41	0.1%
Other values (4437)	36283	98.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
9.8518	1	< 0.1%
9.8708	1	< 0.1%
9.8754	1	< 0.1%
9.8806	1	< 0.1%
9.9044	1	< 0.1%
9.9046	1	< 0.1%
9.9178	1	< 0.1%
9.9239	1	< 0.1%
9.9244	1	< 0.1%
9.9286	1	< 0.1%

Value	Count	Frequency (%)
15.159	1	< 0.1%
15.083	1	< 0.1%
15.081	1	< 0.1%
15.055	1	< 0.1%
15.043	1	< 0.1%
15.042	1	< 0.1%
15.039	1	< 0.1%
15.031	1	< 0.1%
15.029	1	< 0.1%
15.002	1	< 0.1%

TAT
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	2769
Distinct (%)	7.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	546.1585171

Minimum	511.04
Maximum	550.61
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	287.1 KiB

Quantile statistics

Minimum	511.04
5-th percentile	529.96
Q1	544.72
median	549.88
Q3	550.04
95-th percentile	550.3
Maximum	550.61
Range	39.57
Interquartile range (IQR)	5.32

Descriptive statistics

Standard deviation	6.842360433
Coefficient of variation (CV)	0.01252815844
Kurtosis	2.016791705
Mean	546.1585171
Median Absolute Deviation (MAD)	0.26
Skewness	-1.755907087
Sum	20062040.81
Variance	46.8178963
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
550.01	657	1.8%
550	648	1.8%
549.98	639	1.7%
549.99	628	1.7%
549.96	625	1.7%
550.04	611	1.7%
549.97	607	1.7%
550.03	590	1.6%
550.02	590	1.6%
549.94	584	1.6%
Other values (2759)	30554	83.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
511.04	1	< 0.1%
512.45	1	< 0.1%
512.6	2	< 0.1%
513.06	1	< 0.1%
513.09	1	< 0.1%
513.17	1	< 0.1%
513.29	1	< 0.1%
513.47	1	< 0.1%
513.75	1	< 0.1%
514.3	1	< 0.1%

Value	Count	Frequency (%)
550.61	1	< 0.1%
550.6	1	< 0.1%
550.59	1	< 0.1%
550.57	2	< 0.1%
550.56	3	< 0.1%
550.55	4	< 0.1%
550.54	2	< 0.1%
550.53	5	< 0.1%
550.52	8	< 0.1%
550.51	11	< 0.1%

TEY
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	6236
Distinct (%)	17.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	133.5064035

Minimum	100.02
Maximum	179.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	287.1 KiB

Quantile statistics

Minimum	100.02
5-th percentile	109.03
Q1	124.45
median	133.73
Q3	144.08
95-th percentile	161.33
Maximum	179.5
Range	79.48
Interquartile range (IQR)	19.63

Descriptive statistics

Standard deviation	15.61863437
Coefficient of variation (CV)	0.1169879044
Kurtosis	-0.5001962549
Mean	133.5064035
Median Absolute Deviation (MAD)	9.76
Skewness	0.1165547708
Sum	4904090.72
Variance	243.9417396
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
133.78	185	0.5%
133.74	174	0.5%
133.76	168	0.5%
133.67	163	0.4%
133.79	149	0.4%
133.72	145	0.4%
133.75	141	0.4%
133.73	140	0.4%
133.77	136	0.4%
133.68	135	0.4%
Other values (6226)	35197	95.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
100.02	1	< 0.1%
100.03	1	< 0.1%
100.04	1	< 0.1%
100.07	1	< 0.1%
100.14	1	< 0.1%
100.17	1	< 0.1%
100.2	2	< 0.1%
100.22	1	< 0.1%
100.32	1	< 0.1%
100.36	1	< 0.1%

Value	Count	Frequency (%)
179.5	1	< 0.1%
178.31	1	< 0.1%
177.91	1	< 0.1%
177.88	1	< 0.1%
177.49	1	< 0.1%
176.91	1	< 0.1%
176.71	1	< 0.1%
176.55	1	< 0.1%
176.35	1	< 0.1%
176.25	1	< 0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	AH	AT	AFDP	TIT	GTEP	AP	CDP	TAT	TEY
0	90.262	9.3779	2.3927	1043.6	19.166	1020.1	10.564	541.16	110.16
1	89.934	9.2985	2.3732	1039.9	19.119	1019.9	10.572	538.94	109.23
2	89.868	9.1337	2.3854	1041.0	19.178	1019.8	10.543	539.47	109.62
3	89.490	8.9715	2.3825	1037.1	19.180	1019.3	10.458	536.89	108.88
4	89.099	9.0157	2.4044	1043.5	19.206	1019.1	10.464	541.25	110.09
5	88.783	9.0465	2.3826	1042.5	19.304	1019.0	10.461	540.14	110.23
6	88.853	8.8649	2.4237	1043.5	19.269	1019.0	10.480	540.87	110.53
7	88.760	8.9862	2.4409	1043.7	19.446	1019.2	10.475	540.65	110.61
8	88.624	8.9956	2.3959	1037.3	19.217	1019.5	10.463	536.89	109.03
9	88.561	8.9836	2.4067	1039.7	19.140	1019.6	10.451	538.61	109.28

Last rows

	AH	AT	AFDP	TIT	GTEP	AP	CDP	TAT	TEY
36723	98.388	10.4540	3.5555	1053.4	18.937	1004.5	10.327	550.03	110.78
36724	99.282	10.3050	3.5339	1053.3	18.909	1004.6	10.328	550.00	110.78
36725	99.995	10.2380	3.8805	1067.5	21.206	1004.6	11.002	550.32	121.26
36726	100.170	10.3470	4.3198	1084.3	24.048	1004.9	11.685	549.98	133.74
36727	99.985	10.1550	3.7043	1059.7	19.837	1005.1	10.570	549.90	115.52
36728	98.460	9.0301	3.5421	1049.7	19.164	1005.6	10.400	546.21	111.61
36729	99.093	7.8879	3.5059	1046.3	19.414	1005.9	10.433	543.22	111.78
36730	99.496	7.2647	3.4770	1037.7	19.530	1006.3	10.483	537.32	110.19
36731	99.008	7.0060	3.4486	1043.2	19.377	1006.8	10.533	541.24	110.74
36732	97.533	6.9279	3.4275	1049.9	19.306	1007.2	10.583	545.85	111.58

Most frequently occurring

	AH	AT	AFDP	TIT	GTEP	AP	CDP	TAT	TEY	# duplicates
1	95.938	23.156	4.0547	1076.6	24.672	1004.2	11.835	549.87	127.01	5
0	87.328	26.067	5.0703	1099.1	29.984	1008.3	13.038	546.78	146.14	4

Overview

Variables

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows

Duplicate rows

Most frequently occurring